modify Dockerfile in finetuning

Author: sys-lpot-val

neural_chat/docker/finetuning/Dockerfile

@@ -29,7 +29,7 @@
 ARG UBUNTU_VER=22.04
 FROM ubuntu:${UBUNTU_VER} as cpu
 
-ARG ITREX_VER=main
+ARG ITREX_VER=neural_chat_api
 ARG REPO=https://github.com/intel/intel-extension-for-transformers.git
 
 # See http://bugs.python.org/issue19846
@@ -66,9 +66,9 @@ RUN source activate && conda activate chatbot-finetuning && pip install oneccl_b
     pip install datasets torch accelerate SentencePiece evaluate nltk rouge_score protobuf==3.20.1 tokenizers einops && \
     git clone https://github.com/huggingface/peft.git && cd peft && python setup.py install && \
     cd /itrex && pip install -v . && \
-    cd workflows/chatbot/fine_tuning && pip install -r requirements.txt
+    cd neural_chat/docker/finetuning/ && pip install -r requirements.txt
 
-WORKDIR /itrex/neural_chat/examples/instruction_tuning/
+WORKDIR /itrex/neural_chat/docker/finetuning/
 
 
 # HABANA environment
@@ -92,15 +92,15 @@ RUN pip install git+https://github.com/huggingface/optimum-habana.git && \
     git clone https://github.com/huggingface/peft.git && cd peft && python setup.py install
 
 # Download ITREX code
-ARG ITREX_VER=main
+ARG ITREX_VER=neural_chat_api
 ARG REPO=https://github.com/intel/intel-extension-for-transformers.git
 
 RUN git clone --single-branch --branch=${ITREX_VER} ${REPO} itrex && \
-    cd /itrex/workflows/chatbot/fine_tuning/ && \
+    cd /itrex/neural_chat/docker/finetuning/ && \
     pip install -r requirements.txt
 
 # Build ITREX
 RUN cd /itrex && pip install -v . && \
     pip install transformers==4.28.1
 
-WORKDIR /itrex/neural_chat/examples/instruction_tuning
+WORKDIR /itrex/neural_chat/docker/finetuning/